{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7900f60f",
   "metadata": {},
   "source": [
    "### Import modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "fc2cf344",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "56f11675",
   "metadata": {},
   "source": [
    "### RADMC3D temperatures"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "15065f12",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x10ad5f9a0>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "path = './fargo3d_radmc/dust_temperature.bdat' # FARGO3D + RADMC3D as an example\n",
    "\n",
    "model = np.fromfile(path, count=-1, dtype=np.float64)\n",
    "model = model[4:]\n",
    "model = np.reshape(model, [1, 784, 128, 288])\n",
    "model = np.swapaxes(model, 0, 3)\n",
    "model = np.swapaxes(model, 1, 2)\n",
    "temp2d = model.mean(axis=2).squeeze().T\n",
    "\n",
    "plt.imshow(temp2d)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f6ffa282",
   "metadata": {},
   "source": [
    "### MCFOST temperatures"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3475c403",
   "metadata": {},
   "source": [
    "#### Grid-based hydro + MCFOST\n",
    "\n",
    "This requires installation of [pymcfost](https://github.com/cpinte/pymcfost)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d83daf21",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cannot open sed_mc.fits.gz\n",
      "cannot open sed_rt.fits.gz\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x13eb74400>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pymcfost as mcfost \n",
    "\n",
    "path = './fargo3d_mcfost' # FARGO3D + MCFOST as an example\n",
    "\n",
    "model = mcfost.SED(path)\n",
    "\n",
    "model.T = model.T[:,1:-1,:]\n",
    "model.T = np.swapaxes(model.T, 0, 2) # to be consistent with radmc3d data structure\n",
    "temp2d = model.T.mean(axis=2).T # azimuthally averated temperature\n",
    "\n",
    "plt.imshow(temp2d)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cfb45c42",
   "metadata": {},
   "source": [
    "#### Phantom + MCFOST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "46bc1c80",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x13ec011e0>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "temp2d = np.load('./phantom_mcfost/data_th/phantom_temperature.npy')\n",
    "\n",
    "plt.imshow(temp2d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "53aa647d",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
